Building iOS Question Answering App with BERT

🚀 Course Title: Building iOS Question Answering App with BERT 🧠

Course Headline:

Unlock the Power of AI: Build an iOS Q&A App with BERT, CoreML, and Speech API

📚 Course Description:

Are you ready to dive into the realm of artificial intelligence within the Apple ecosystem? "Building iOS Question Answering App with BERT" is your gateway to transforming your iOS application into a smart question answering system using Google's BERT model, CoreML, and Apple's Speech API.

Why AI in iOS? As Andrew Ng famously stated, "AI is the new electricity." It's reshaping industries and enabling developers to create applications that can understand and respond like never before. This course demystifies the concepts of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)—essential knowledge for any developer looking to innovate in these areas.

What's Inside? We'll journey through the landscape of word embeddings, which are fundamental to text processing and natural language understanding. You'll learn the difference between AI, ML, and DL, and get hands-on experience with popular embedding technologies such as GloVe, Word2Vec, and BERT—equivalent to CNNs in computer vision.

BERT for iOS: We'll leverage a pretrained BERT model to build a robust question answering app on iOS. You'll understand how to integrate this powerful transformer model into your application, making it capable of processing and understanding natural language queries.

🎓 Course Structure:

This course is meticulously structured for beginners with no prior knowledge of machine learning. Here's what you can expect:

• App Preview: Get a glimpse of the iOS question answering app we'll be building together.

• Embeddings: Discover what word embeddings are and why they're crucial for text processing.

• Deep Neural Networks & Multi Layer Perceptron (MLP): Gain a solid foundation in deep learning with an introduction to the MLP.

• BERT, Glove, Word2Vec: Explore the world of word embedding technologies that are changing how machines process language.

• Build UI from Scratch: Learn how to construct a user interface for your iOS app using basic Swift controls.

• Step by Step Coding: Each function and aspect of the codebase will be thoroughly explained with detailed walkthroughs.

• Text to Speech & Speech to Text: Implement TTS and STT functionalities, making your app accessible and user-friendly for all, including those with physical challenges.

• Run the App on iPhone: Experience the flow of your application live on an iOS device.

🛠️ Who Is This Course For?

• Aspiring iOS developers eager to implement AI into their applications.
• Developers who want to understand the fundamentals of machine learning and NLP (Natural Language Processing).
• Developers looking to enhance app accessibility with voice commands.

🌟 Key Takeaways:

• A deep understanding of how BERT models work and their application in iOS apps.
• Practical knowledge of integrating CoreML into your iOS projects.
• The ability to build a fully functional question answering system within an iOS app.
• Enhanced skills in UI design, text processing, and voice interaction for iOS devices.

Join us on this exciting journey to build an intelligent iOS Question Answering App with BERT. Let's turn your iOS app into a conversational powerhouse! 🌟